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  1. make_sparse_uncorrelated — scikit-learn 1...

    described in Celeux et al [1]. as: X ~ N ( 0 , 1 ) y ( X ) = X [:, 0...0 ] + 2 * X [:, 1 ] - 2 * X [:, 2 ] - 1.5 * X [:, 3 ] Only the...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_uncorrelated.html
    Mon Dec 22 11:58:31 GMT 2025
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  2. kmeans_plusplus — scikit-learn 1.8.0 docu...

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2...provided array. Added in version 1.3. x_squared_norms array-like...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html
    Mon Dec 22 11:58:29 GMT 2025
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  3. cluster_optics_xi — scikit-learn 1.8.0 do...

    1, 1, 1]) >>> clusters array([[0,...min_samples int > 1 or float between 0 and 1 The same as the min_samples...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html
    Mon Dec 22 11:58:31 GMT 2025
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  4. pairwise_distances_chunked — scikit-learn...

    means 1 unless in a joblib.parallel_backend context. -1 means...D_chunk < r )) . mean ( axis = 1 ) ... return neigh , avg_dist...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_chunked.html
    Mon Dec 22 11:58:31 GMT 2025
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  5. VotingClassifier — scikit-learn 1.8.0 doc...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html
    Mon Dec 22 11:58:31 GMT 2025
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  6. SparseCoder — scikit-learn 1.8.0 document...

    1 , 0 ], ... [ - 1 , - 1 , 2 ], ... [ 1 , 1 , 1 ], ......>>> X = np . array ([[ - 1 , - 1 , - 1 ], [ 0 , 0 , 3 ]]) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html
    Mon Dec 22 11:58:29 GMT 2025
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  7. accuracy_score — scikit-learn 1.8.0 docum...

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...= [ 0 , 2 , 1 , 3 ] >>> y_true = [ 0 , 1 , 2 , 3 ] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html
    Mon Dec 22 11:58:31 GMT 2025
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  8. fetch_20newsgroups — scikit-learn 1.8.0 d...

    1, 1, 1, 0, 1, 1, 0, 0, 0]) Gallery examples...Added in version 1.5. delay float, default=1.0 Number of seconds...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Mon Dec 22 11:58:31 GMT 2025
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  9. root_mean_squared_error — scikit-learn 1....

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>>...User Guide . Added in version 1.4. Parameters : y_true array-like...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_error.html
    Mon Dec 22 11:58:31 GMT 2025
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  10. LabelEncoder — scikit-learn 1.8.0 documen...

    array([1, 2, 6]) >>> le . transform ([ 1 , 1 , 2 , 6...inverse_transform ([ 0 , 0 , 1 , 2 ]) array([1, 1, 2, 6]) It can also be used...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html
    Mon Dec 22 11:58:31 GMT 2025
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